Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 3392 |
| Missing cells | 13 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 665.8 KiB |
| Average record size in memory | 201.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 15 |
| Boolean | 1 |
| DateTime | 1 |
p_throws has constant value "L" | Constant |
pitcher_id has constant value "477132" | Constant |
ab_id is highly correlated with g_id | High correlation |
g_id is highly correlated with ab_id | High correlation |
inning is highly correlated with p_score and 1 other fields | High correlation |
o is highly correlated with outs | High correlation |
p_score is highly correlated with inning and 1 other fields | High correlation |
event_num is highly correlated with inning and 1 other fields | High correlation |
b_count is highly correlated with pitch_num | High correlation |
s_count is highly correlated with pitch_num | High correlation |
outs is highly correlated with o | High correlation |
pitch_num is highly correlated with b_count and 1 other fields | High correlation |
ab_id is highly correlated with g_id | High correlation |
g_id is highly correlated with ab_id | High correlation |
inning is highly correlated with p_score and 1 other fields | High correlation |
o is highly correlated with outs | High correlation |
p_score is highly correlated with inning and 1 other fields | High correlation |
event_num is highly correlated with inning and 1 other fields | High correlation |
b_count is highly correlated with pitch_num | High correlation |
s_count is highly correlated with pitch_num | High correlation |
outs is highly correlated with o | High correlation |
pitch_num is highly correlated with b_count and 1 other fields | High correlation |
ab_id is highly correlated with g_id | High correlation |
g_id is highly correlated with ab_id | High correlation |
inning is highly correlated with event_num | High correlation |
o is highly correlated with outs | High correlation |
p_score is highly correlated with event_num | High correlation |
event_num is highly correlated with inning and 1 other fields | High correlation |
b_count is highly correlated with pitch_num | High correlation |
s_count is highly correlated with pitch_num | High correlation |
outs is highly correlated with o | High correlation |
pitch_num is highly correlated with b_count and 1 other fields | High correlation |
code is highly correlated with type and 2 other fields | High correlation |
type is highly correlated with code and 2 other fields | High correlation |
b_count is highly correlated with pitcher_id and 1 other fields | High correlation |
s_count is highly correlated with pitcher_id and 1 other fields | High correlation |
on_3b is highly correlated with pitcher_id and 1 other fields | High correlation |
o is highly correlated with pitcher_id and 2 other fields | High correlation |
pcodes is highly correlated with pitch_type and 2 other fields | High correlation |
on_1b is highly correlated with pitcher_id and 1 other fields | High correlation |
event is highly correlated with pitcher_id and 1 other fields | High correlation |
on_2b is highly correlated with pitcher_id and 1 other fields | High correlation |
pitch_type is highly correlated with pcodes and 2 other fields | High correlation |
pitcher_id is highly correlated with code and 14 other fields | High correlation |
top is highly correlated with pitcher_id and 1 other fields | High correlation |
outs is highly correlated with o and 2 other fields | High correlation |
p_throws is highly correlated with code and 14 other fields | High correlation |
stand is highly correlated with pitcher_id and 1 other fields | High correlation |
ab_id is highly correlated with g_id and 3 other fields | High correlation |
batter_id is highly correlated with date | High correlation |
event is highly correlated with o and 4 other fields | High correlation |
g_id is highly correlated with ab_id and 3 other fields | High correlation |
inning is highly correlated with p_score and 1 other fields | High correlation |
o is highly correlated with event and 1 other fields | High correlation |
p_score is highly correlated with ab_id and 4 other fields | High correlation |
top is highly correlated with date | High correlation |
date is highly correlated with ab_id and 6 other fields | High correlation |
code is highly correlated with event and 2 other fields | High correlation |
type is highly correlated with event and 1 other fields | High correlation |
pitch_type is highly correlated with event and 3 other fields | High correlation |
event_num is highly correlated with inning and 1 other fields | High correlation |
b_score is highly correlated with ab_id and 2 other fields | High correlation |
b_count is highly correlated with pitch_num | High correlation |
s_count is highly correlated with pitch_type and 1 other fields | High correlation |
outs is highly correlated with o | High correlation |
pitch_num is highly correlated with b_count and 1 other fields | High correlation |
pcodes is highly correlated with pitch_type | High correlation |
p_score has 1318 (38.9%) zeros | Zeros |
b_score has 1862 (54.9%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-06 22:51:04.540975 |
|---|---|
| Analysis finished | 2021-11-06 22:51:13.886532 |
| Duration | 9.35 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 897 |
|---|---|
| Distinct (%) | 26.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2015091774 |
| Minimum | 2015000768 |
|---|---|
| Maximum | 2015183800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 53.0 KiB |
Quantile statistics
| Minimum | 2015000768 |
|---|---|
| 5-th percentile | 2015005032 |
| Q1 | 2015045807 |
| median | 2015090365 |
| Q3 | 2015139176 |
| 95-th percentile | 2015172599 |
| Maximum | 2015183800 |
| Range | 183032 |
| Interquartile range (IQR) | 93369 |
Descriptive statistics
| Standard deviation | 53785.52681 |
|---|---|
| Coefficient of variation (CV) | 2.669135347 × 10-5 |
| Kurtosis | -1.195201581 |
| Mean | 2015091774 |
| Median Absolute Deviation (MAD) | 48781 |
| Skewness | -0.02087817978 |
| Sum | 6.835191297 × 1012 |
| Variance | 2892882894 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2015022708 | 10 | 0.3% |
| 2015162193 | 10 | 0.3% |
| 2015183799 | 10 | 0.3% |
| 2015172572 | 9 | 0.3% |
| 2015028322 | 9 | 0.3% |
| 2015168079 | 9 | 0.3% |
| 2015116076 | 9 | 0.3% |
| 2015057261 | 9 | 0.3% |
| 2015011143 | 9 | 0.3% |
| 2015016262 | 9 | 0.3% |
| Other values (887) | 3299 |
| Value | Count | Frequency (%) |
| 2015000768 | 3 | |
| 2015000769 | 5 | |
| 2015000770 | 5 | |
| 2015000771 | 3 | |
| 2015000772 | 3 | |
| 2015000777 | 1 | < 0.1% |
| 2015000778 | 1 | < 0.1% |
| 2015000779 | 5 | |
| 2015000783 | 3 | |
| 2015000784 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2015183800 | 5 | |
| 2015183799 | 10 | |
| 2015183798 | 8 | |
| 2015183793 | 3 | 0.1% |
| 2015183792 | 3 | 0.1% |
| 2015183791 | 3 | 0.1% |
| 2015183785 | 5 | |
| 2015183784 | 5 | |
| 2015183783 | 4 | 0.1% |
| 2015183778 | 2 | 0.1% |
| Distinct | 221 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 496396.7556 |
| Minimum | 112526 |
|---|---|
| Maximum | 630111 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 53.0 KiB |
Quantile statistics
| Minimum | 112526 |
|---|---|
| 5-th percentile | 424325 |
| Q1 | 453211 |
| median | 493114 |
| Q3 | 543939 |
| 95-th percentile | 607054 |
| Maximum | 630111 |
| Range | 517585 |
| Interquartile range (IQR) | 90728 |
Descriptive statistics
| Standard deviation | 75201.10871 |
|---|---|
| Coefficient of variation (CV) | 0.1514939569 |
| Kurtosis | 6.323821593 |
| Mean | 496396.7556 |
| Median Absolute Deviation (MAD) | 46633 |
| Skewness | -1.408403215 |
| Sum | 1683777795 |
| Variance | 5655206752 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 518934 | 69 | 2.0% |
| 434636 | 63 | 1.9% |
| 457763 | 59 | 1.7% |
| 501647 | 59 | 1.7% |
| 453568 | 58 | 1.7% |
| 571448 | 55 | 1.6% |
| 622110 | 54 | 1.6% |
| 493114 | 51 | 1.5% |
| 474832 | 48 | 1.4% |
| 460026 | 46 | 1.4% |
| Other values (211) | 2830 |
| Value | Count | Frequency (%) |
| 112526 | 5 | 0.1% |
| 133380 | 33 | |
| 150029 | 13 | 0.4% |
| 150212 | 3 | 0.1% |
| 346798 | 2 | 0.1% |
| 400085 | 12 | 0.4% |
| 405395 | 31 | |
| 407781 | 31 | |
| 407812 | 11 | 0.3% |
| 407822 | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 630111 | 6 | 0.2% |
| 628356 | 15 | 0.4% |
| 628333 | 6 | 0.2% |
| 623143 | 6 | 0.2% |
| 622110 | 54 | |
| 621043 | 10 | 0.3% |
| 608700 | 8 | 0.2% |
| 608671 | 3 | 0.1% |
| 608596 | 8 | 0.2% |
| 608365 | 23 |
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| Strikeout | |
|---|---|
| Groundout | |
| Single | |
| Walk | |
| Flyout | |
| Other values (17) |
Length
| Max length | 19 |
|---|---|
| Median length | 9 |
| Mean length | 7.958726415 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Hit By Pitch |
|---|---|
| 2nd row | Hit By Pitch |
| 3rd row | Hit By Pitch |
| 4th row | Strikeout |
| 5th row | Strikeout |
Common Values
| Value | Count | Frequency (%) |
| Strikeout | 1390 | |
| Groundout | 583 | |
| Single | 373 | 11.0% |
| Walk | 236 | 7.0% |
| Flyout | 200 | 5.9% |
| Lineout | 175 | 5.2% |
| Pop Out | 117 | 3.4% |
| Double | 90 | 2.7% |
| Forceout | 65 | 1.9% |
| Home Run | 53 | 1.6% |
| Other values (12) | 110 | 3.2% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| strikeout | 1398 | |
| groundout | 595 | |
| single | 373 | 10.0% |
| walk | 240 | 6.4% |
| flyout | 200 | 5.4% |
| lineout | 175 | 4.7% |
| out | 138 | 3.7% |
| pop | 121 | 3.3% |
| double | 92 | 2.5% |
| forceout | 65 | 1.7% |
| Other values (19) | 324 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 33 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 201501214.7 |
| Minimum | 201500012 |
|---|---|
| Maximum | 201502425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 53.0 KiB |
Quantile statistics
| Minimum | 201500012 |
|---|---|
| 5-th percentile | 201500067 |
| Q1 | 201500606 |
| median | 201501198 |
| Q3 | 201501842 |
| 95-th percentile | 201502276 |
| Maximum | 201502425 |
| Range | 2413 |
| Interquartile range (IQR) | 1236 |
Descriptive statistics
| Standard deviation | 710.1755483 |
|---|---|
| Coefficient of variation (CV) | 3.524423162 × 10-6 |
| Kurtosis | -1.199796231 |
| Mean | 201501214.7 |
| Median Absolute Deviation (MAD) | 644 |
| Skewness | -0.03006276692 |
| Sum | 6.834921203 × 1011 |
| Variance | 504349.3095 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 201501987 | 132 | 3.9% |
| 201501271 | 123 | 3.6% |
| 201500907 | 117 | 3.4% |
| 201501772 | 116 | 3.4% |
| 201501540 | 115 | 3.4% |
| 201501842 | 111 | 3.3% |
| 201500525 | 110 | 3.2% |
| 201500460 | 110 | 3.2% |
| 201501906 | 108 | 3.2% |
| 201500987 | 107 | 3.2% |
| Other values (23) | 2243 |
| Value | Count | Frequency (%) |
| 201500012 | 99 | |
| 201500067 | 99 | |
| 201500147 | 104 | |
| 201500216 | 93 | |
| 201500301 | 92 | |
| 201500374 | 91 | |
| 201500460 | 110 | |
| 201500525 | 110 | |
| 201500606 | 99 | |
| 201500675 | 101 |
| Value | Count | Frequency (%) |
| 201502425 | 60 | |
| 201502349 | 104 | |
| 201502276 | 80 | |
| 201502217 | 100 | |
| 201502142 | 105 | |
| 201502063 | 106 | |
| 201501987 | 132 | |
| 201501906 | 108 | |
| 201501842 | 111 | |
| 201501772 | 116 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.198113208 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 53.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.176038238 |
|---|---|
| Coefficient of variation (CV) | 0.5183371983 |
| Kurtosis | -0.9660017255 |
| Mean | 4.198113208 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1527614284 |
| Sum | 14240 |
| Variance | 4.735142414 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 4 | 559 | |
| 1 | 482 | |
| 6 | 459 | |
| 2 | 437 | |
| 5 | 434 | |
| 3 | 424 | |
| 7 | 387 | |
| 8 | 147 | 4.3% |
| 9 | 63 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 482 | |
| 2 | 437 | |
| 3 | 424 | |
| 4 | 559 | |
| 5 | 434 | |
| 6 | 459 | |
| 7 | 387 | |
| 8 | 147 | 4.3% |
| 9 | 63 | 1.9% |
| Value | Count | Frequency (%) |
| 9 | 63 | 1.9% |
| 8 | 147 | 4.3% |
| 7 | 387 | |
| 6 | 459 | |
| 5 | 434 | |
| 4 | 559 | |
| 3 | 424 | |
| 2 | 437 | |
| 1 | 482 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1139 | |
| 2 | 1104 | |
| 3 | 859 | |
| 0 | 290 | 8.5% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 1 | 1139 | |
| 2 | 1104 | |
| 3 | 859 | |
| 0 | 290 | 8.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.521521226 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 1318 |
| Zeros (%) | 38.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 53.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.906578729 |
|---|---|
| Coefficient of variation (CV) | 1.253074026 |
| Kurtosis | 2.202313762 |
| Mean | 1.521521226 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.613558561 |
| Sum | 5161 |
| Variance | 3.635042451 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 1318 | |
| 1 | 848 | |
| 2 | 569 | |
| 3 | 178 | 5.2% |
| 5 | 149 | 4.4% |
| 4 | 128 | 3.8% |
| 6 | 116 | 3.4% |
| 8 | 86 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 1318 | |
| 1 | 848 | |
| 2 | 569 | |
| 3 | 178 | 5.2% |
| 4 | 128 | 3.8% |
| 5 | 149 | 4.4% |
| 6 | 116 | 3.4% |
| 8 | 86 | 2.5% |
| Value | Count | Frequency (%) |
| 8 | 86 | 2.5% |
| 6 | 116 | 3.4% |
| 5 | 149 | 4.4% |
| 4 | 128 | 3.8% |
| 3 | 178 | 5.2% |
| 2 | 569 | |
| 1 | 848 | |
| 0 | 1318 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| L |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | L |
|---|---|
| 2nd row | L |
| 3rd row | L |
| 4th row | L |
| 5th row | L |
Common Values
| Value | Count | Frequency (%) |
| L | 3392 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| l | 3392 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| 477132 |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 477132 |
|---|---|
| 2nd row | 477132 |
| 3rd row | 477132 |
| 4th row | 477132 |
| 5th row | 477132 |
Common Values
| Value | Count | Frequency (%) |
| 477132 | 3392 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 477132 | 3392 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| R | |
|---|---|
| L |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | R |
|---|---|
| 2nd row | R |
| 3rd row | R |
| 4th row | R |
| 5th row | R |
Common Values
| Value | Count | Frequency (%) |
| R | 2535 | |
| L | 857 | 25.3% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| r | 2535 | |
| l | 857 | 25.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.8 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1745 | |
| False | 1647 |
| Distinct | 33 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| Minimum | 2015-04-06 00:00:00 |
|---|---|
| Maximum | 2015-10-04 00:00:00 |
Histogram with fixed size bins (bins=33)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| B | |
|---|---|
| F | |
| C | |
| S | |
| X | |
| Other values (9) |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.029775943 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | F |
|---|---|
| 2nd row | C |
| 3rd row | H |
| 4th row | B |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| B | 981 | |
| F | 624 | |
| C | 558 | |
| S | 466 | |
| X | 369 | 10.9% |
| D | 128 | 3.8% |
| *B | 101 | 3.0% |
| W | 73 | 2.2% |
| E | 45 | 1.3% |
| T | 28 | 0.8% |
| Other values (4) | 19 | 0.6% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| b | 1082 | |
| f | 624 | |
| c | 558 | |
| s | 466 | |
| x | 369 | 10.9% |
| d | 128 | 3.8% |
| w | 73 | 2.2% |
| e | 45 | 1.3% |
| t | 28 | 0.8% |
| l | 11 | 0.3% |
| Other values (3) | 8 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| S | |
|---|---|
| B | |
| X |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | S |
|---|---|
| 2nd row | S |
| 3rd row | B |
| 4th row | B |
| 5th row | S |
Common Values
| Value | Count | Frequency (%) |
| S | 1761 | |
| B | 1089 | |
| X | 542 | 16.0% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| s | 1761 | |
| b | 1089 | |
| x | 542 | 16.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 6 |
| Missing (%) | 0.2% |
| Memory size | 53.0 KiB |
| FF | |
|---|---|
| SL | |
| CU | |
| FT | 107 |
| CH | 8 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | FF |
|---|---|
| 2nd row | FF |
| 3rd row | FF |
| 4th row | FF |
| 5th row | FF |
Common Values
| Value | Count | Frequency (%) |
| FF | 1722 | |
| SL | 932 | |
| CU | 616 | 18.2% |
| FT | 107 | 3.2% |
| CH | 8 | 0.2% |
| IN | 1 | < 0.1% |
| (Missing) | 6 | 0.2% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| ff | 1722 | |
| sl | 932 | |
| cu | 616 | 18.2% |
| ft | 107 | 3.2% |
| ch | 8 | 0.2% |
| in | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 522 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 229.7777123 |
| Minimum | 3 |
|---|---|
| Maximum | 560 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 53.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 107 |
| median | 223 |
| Q3 | 345 |
| 95-th percentile | 464.45 |
| Maximum | 560 |
| Range | 557 |
| Interquartile range (IQR) | 238 |
Descriptive statistics
| Standard deviation | 140.8944469 |
|---|---|
| Coefficient of variation (CV) | 0.6131771683 |
| Kurtosis | -1.018578309 |
| Mean | 229.7777123 |
| Median Absolute Deviation (MAD) | 119 |
| Skewness | 0.1726221885 |
| Sum | 779406 |
| Variance | 19851.24518 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3 | 17 | 0.5% |
| 4 | 15 | 0.4% |
| 5 | 14 | 0.4% |
| 50 | 14 | 0.4% |
| 11 | 14 | 0.4% |
| 51 | 13 | 0.4% |
| 297 | 13 | 0.4% |
| 218 | 13 | 0.4% |
| 166 | 12 | 0.4% |
| 165 | 12 | 0.4% |
| Other values (512) | 3255 |
| Value | Count | Frequency (%) |
| 3 | 17 | |
| 4 | 15 | |
| 5 | 14 | |
| 6 | 9 | |
| 7 | 9 | |
| 8 | 6 | 0.2% |
| 9 | 9 | |
| 10 | 10 | |
| 11 | 14 | |
| 12 | 11 |
| Value | Count | Frequency (%) |
| 560 | 1 | |
| 559 | 2 | |
| 558 | 2 | |
| 557 | 1 | |
| 556 | 1 | |
| 554 | 1 | |
| 553 | 1 | |
| 550 | 1 | |
| 549 | 2 | |
| 548 | 2 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8166273585 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1862 |
| Zeros (%) | 54.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 53.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.154778287 |
|---|---|
| Coefficient of variation (CV) | 1.414082292 |
| Kurtosis | 2.055413806 |
| Mean | 0.8166273585 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.574418781 |
| Sum | 2770 |
| Variance | 1.333512892 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 1862 | |
| 1 | 816 | |
| 2 | 382 | 11.3% |
| 3 | 185 | 5.5% |
| 4 | 100 | 2.9% |
| 5 | 47 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 1862 | |
| 1 | 816 | |
| 2 | 382 | 11.3% |
| 3 | 185 | 5.5% |
| 4 | 100 | 2.9% |
| 5 | 47 | 1.4% |
| Value | Count | Frequency (%) |
| 5 | 47 | 1.4% |
| 4 | 100 | 2.9% |
| 3 | 185 | 5.5% |
| 2 | 382 | 11.3% |
| 1 | 816 | |
| 0 | 1862 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | |
| 3.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1664 | |
| 1.0 | 1019 | |
| 2.0 | 505 | 14.9% |
| 3.0 | 204 | 6.0% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 1664 | |
| 1.0 | 1019 | |
| 2.0 | 505 | 14.9% |
| 3.0 | 204 | 6.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| 0.0 | |
|---|---|
| 2.0 | |
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 2.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1286 | |
| 2.0 | 1061 | |
| 1.0 | 1045 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 1286 | |
| 2.0 | 1061 | |
| 1.0 | 1045 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1193 | |
| 1.0 | 1123 | |
| 2.0 | 1076 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 1193 | |
| 1.0 | 1123 | |
| 2.0 | 1076 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.840801887 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 53.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.681164674 |
|---|---|
| Coefficient of variation (CV) | 0.5917922971 |
| Kurtosis | 0.5306867948 |
| Mean | 2.840801887 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.9040000346 |
| Sum | 9636 |
| Variance | 2.826314662 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1 | 897 | |
| 2 | 775 | |
| 3 | 667 | |
| 4 | 494 | |
| 5 | 310 | 9.1% |
| 6 | 140 | 4.1% |
| 7 | 66 | 1.9% |
| 8 | 30 | 0.9% |
| 9 | 10 | 0.3% |
| 10 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 897 | |
| 2 | 775 | |
| 3 | 667 | |
| 4 | 494 | |
| 5 | 310 | 9.1% |
| 6 | 140 | 4.1% |
| 7 | 66 | 1.9% |
| 8 | 30 | 0.9% |
| 9 | 10 | 0.3% |
| 10 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 10 | 3 | 0.1% |
| 9 | 10 | 0.3% |
| 8 | 30 | 0.9% |
| 7 | 66 | 1.9% |
| 6 | 140 | 4.1% |
| 5 | 310 | 9.1% |
| 4 | 494 | |
| 3 | 667 | |
| 2 | 775 | |
| 1 | 897 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2541 | |
| 1.0 | 851 | 25.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 2541 | |
| 1.0 | 851 | 25.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2958 | |
| 1.0 | 434 | 12.8% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 2958 | |
| 1.0 | 434 | 12.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | 217 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3175 | |
| 1.0 | 217 | 6.4% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 3175 | |
| 1.0 | 217 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 7 |
| Missing (%) | 0.2% |
| Memory size | 53.0 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | |
| 4.0 | 107 |
| 5.0 | 8 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1722 | |
| 2.0 | 932 | |
| 3.0 | 616 | 18.2% |
| 4.0 | 107 | 3.2% |
| 5.0 | 8 | 0.2% |
| (Missing) | 7 | 0.2% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 1722 | |
| 2.0 | 932 | |
| 3.0 | 616 | 18.2% |
| 4.0 | 107 | 3.2% |
| 5.0 | 8 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| ab_id | batter_id | event | g_id | inning | o | p_score | p_throws | pitcher_id | stand | top | date | code | type | pitch_type | event_num | b_score | b_count | s_count | outs | pitch_num | on_1b | on_2b | on_3b | pcodes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2015000768 | 571976 | Hit By Pitch | 201500012 | 1 | 0 | 0 | L | 477132 | R | True | 2015-04-06 | F | S | FF | 3 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| 1 | 2015000768 | 571976 | Hit By Pitch | 201500012 | 1 | 0 | 0 | L | 477132 | R | True | 2015-04-06 | C | S | FF | 4 | 0.0 | 0.0 | 1.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| 2 | 2015000768 | 571976 | Hit By Pitch | 201500012 | 1 | 0 | 0 | L | 477132 | R | True | 2015-04-06 | H | B | FF | 5 | 0.0 | 0.0 | 2.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| 3 | 2015000769 | 519083 | Strikeout | 201500012 | 1 | 1 | 0 | L | 477132 | R | True | 2015-04-06 | B | B | FF | 8 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 |
| 4 | 2015000769 | 519083 | Strikeout | 201500012 | 1 | 1 | 0 | L | 477132 | R | True | 2015-04-06 | C | S | FF | 9 | 0.0 | 1.0 | 0.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 |
| 5 | 2015000769 | 519083 | Strikeout | 201500012 | 1 | 1 | 0 | L | 477132 | R | True | 2015-04-06 | C | S | CU | 10 | 0.0 | 1.0 | 1.0 | 0.0 | 3.0 | 1.0 | 0.0 | 0.0 | 3.0 |
| 6 | 2015000769 | 519083 | Strikeout | 201500012 | 1 | 1 | 0 | L | 477132 | R | True | 2015-04-06 | B | B | FF | 11 | 0.0 | 1.0 | 2.0 | 0.0 | 4.0 | 1.0 | 0.0 | 0.0 | 1.0 |
| 7 | 2015000769 | 519083 | Strikeout | 201500012 | 1 | 1 | 0 | L | 477132 | R | True | 2015-04-06 | S | S | CU | 12 | 0.0 | 2.0 | 2.0 | 0.0 | 5.0 | 1.0 | 0.0 | 0.0 | 3.0 |
| 8 | 2015000770 | 461314 | Single | 201500012 | 1 | 1 | 0 | L | 477132 | R | True | 2015-04-06 | B | B | FF | 16 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 |
| 9 | 2015000770 | 461314 | Single | 201500012 | 1 | 1 | 0 | L | 477132 | R | True | 2015-04-06 | S | S | SL | 17 | 0.0 | 1.0 | 0.0 | 1.0 | 2.0 | 1.0 | 0.0 | 0.0 | 2.0 |
Last rows
| ab_id | batter_id | event | g_id | inning | o | p_score | p_throws | pitcher_id | stand | top | date | code | type | pitch_type | event_num | b_score | b_count | s_count | outs | pitch_num | on_1b | on_2b | on_3b | pcodes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3382 | 2015183799 | 500208 | Strikeout | 201502425 | 4 | 2 | 2 | L | 477132 | R | True | 2015-10-04 | F | S | FF | 198 | 0.0 | 1.0 | 2.0 | 1.0 | 6.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| 3383 | 2015183799 | 500208 | Strikeout | 201502425 | 4 | 2 | 2 | L | 477132 | R | True | 2015-10-04 | F | S | CU | 199 | 0.0 | 1.0 | 2.0 | 1.0 | 7.0 | 0.0 | 0.0 | 0.0 | 3.0 |
| 3384 | 2015183799 | 500208 | Strikeout | 201502425 | 4 | 2 | 2 | L | 477132 | R | True | 2015-10-04 | F | S | SL | 200 | 0.0 | 1.0 | 2.0 | 1.0 | 8.0 | 0.0 | 0.0 | 0.0 | 2.0 |
| 3385 | 2015183799 | 500208 | Strikeout | 201502425 | 4 | 2 | 2 | L | 477132 | R | True | 2015-10-04 | B | B | SL | 201 | 0.0 | 1.0 | 2.0 | 1.0 | 9.0 | 0.0 | 0.0 | 0.0 | 2.0 |
| 3386 | 2015183799 | 500208 | Strikeout | 201502425 | 4 | 2 | 2 | L | 477132 | R | True | 2015-10-04 | S | S | SL | 202 | 0.0 | 2.0 | 2.0 | 1.0 | 10.0 | 0.0 | 0.0 | 0.0 | 2.0 |
| 3387 | 2015183800 | 576397 | Single | 201502425 | 4 | 2 | 2 | L | 477132 | R | True | 2015-10-04 | B | B | CU | 206 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 3.0 |
| 3388 | 2015183800 | 576397 | Single | 201502425 | 4 | 2 | 2 | L | 477132 | R | True | 2015-10-04 | T | S | SL | 207 | 0.0 | 1.0 | 0.0 | 2.0 | 2.0 | 0.0 | 0.0 | 0.0 | 2.0 |
| 3389 | 2015183800 | 576397 | Single | 201502425 | 4 | 2 | 2 | L | 477132 | R | True | 2015-10-04 | B | B | FF | 208 | 0.0 | 1.0 | 1.0 | 2.0 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| 3390 | 2015183800 | 576397 | Single | 201502425 | 4 | 2 | 2 | L | 477132 | R | True | 2015-10-04 | B | B | FF | 209 | 0.0 | 2.0 | 1.0 | 2.0 | 4.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| 3391 | 2015183800 | 576397 | Single | 201502425 | 4 | 2 | 2 | L | 477132 | R | True | 2015-10-04 | D | X | FF | 210 | 0.0 | 3.0 | 1.0 | 2.0 | 5.0 | 0.0 | 0.0 | 0.0 | 1.0 |